--- title: Design a screen, get a Clean Architecture feature —... description: AI-generated code drifts across prompts because nothing enforces architectural consistency between them. KMPilot is an open-source template for Kotlin... canonical: https://daily.dev/posts/design-a-screen-get-a-clean-architecture-feature-spec-driven-development-that-keeps-ai-generated--yzrvjusns twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Design a screen, get a Clean Architecture feature — Spec-Driven Development that keeps AI-generated KMP code from drifting | daily.dev og:description: AI-generated code drifts across prompts because nothing enforces architectural consistency between them. KMPilot is an open-source template for Kotlin... og:url: https://daily.dev/posts/design-a-screen-get-a-clean-architecture-feature-spec-driven-development-that-keeps-ai-generated--yzrvjusns og:image: https://api.daily.dev/og/posts/yZRvJuSNs.png og:image:alt: Design a screen, get a Clean Architecture feature — Spec-Driven Development that keeps AI-generated KMP code from drifting og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Design a screen, get a Clean Architecture feature — Spec-Driven Development that keeps AI-generated KMP code from drifting **[ProAndroidDev](https://daily.dev/sources/pand)** · 9 min read · 1 upvotes · 0 comments ## Summary AI-generated code drifts across prompts because nothing enforces architectural consistency between them. KMPilot is an open-source template for Kotlin Multiplatform that addresses this by combining three constraints: Clean Architecture enforced via git hooks that block direct edits to feature files, design tokens extracted from mockups as code inputs rather than visual references, and a living spec.md per feature that serves as the model's memory. Features are built through a pipeline of Claude Code skills — /ui-designer generates a design blueprint from Stitch, /creating-kmp-feature runs parallel agents for data, UI, integration, and platform layers, and /modifying-kmp-feature reads the spec before making changes. The result is a complete, wired feature module with 32 files generated consistently from a single design and build command, with tests and architecture review baked into the workflow. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [The full KMPilot walkthrough: an Android \+ iOS app from seven Claude Code commands, every prompt and timing included](https://daily.dev/posts/the-full-kmpilot-walkthrough-an-android-ios-app-from-seven-claude-code-commands-every-prompt-and-ldvpebi1e) · ProAndroidDev · 0 upvotes · 0 comments --- Tags: [#architecture](https://daily.dev/tags/architecture), [#kotlin](https://daily.dev/tags/kotlin), [#ai-coding](https://daily.dev/tags/ai-coding), [#jetpack-compose](https://daily.dev/tags/jetpack-compose), [#spec-driven-development](https://daily.dev/tags/spec-driven-development) [View this post on daily.dev](https://daily.dev/posts/design-a-screen-get-a-clean-architecture-feature-spec-driven-development-that-keeps-ai-generated--yzrvjusns) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Design a screen, get a Clean Architecture feature — Spec-Driven Development that keeps AI-generated KMP code from drifting","url":"https://daily.dev/posts/design-a-screen-get-a-clean-architecture-feature-spec-driven-development-that-keeps-ai-generated--yzrvjusns","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/design-a-screen-get-a-clean-architecture-feature-spec-driven-development-that-keeps-ai-generated--yzrvjusns"},"datePublished":"2026-06-30T18:54:06.062Z","dateModified":"2026-07-02T14:21:25.553Z","description":"AI-generated code drifts across prompts because nothing enforces architectural consistency between them. 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